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Working Paper
Does Price Regulation Affect Competition? Evidence from Credit Card Solicitations
We study the unintended consequences of consumer financial regulations, focusing on the CARD Act, which restricts consumer credit card issuers? ability to raise interest rates. We estimate the competitive responsiveness-the degree to which a credit card issuer changes offered interest rates in response to changes in interest rates offered by its competitors-as a measure of competition in the credit card market. Using small business card offers, which are not subject to the Act, as a control group, we find a significant decline in the competitive responsiveness after the Act. The decline in ...
Working Paper
Are Real Assets Owners Less Averse to Inflation? Evidence from Consumer Sentiments and Inflation Expectations
Using data from the University of Michigan Surveys of Consumers, we document a significant negative association between consumer sentiment and inflation expectations, controlling for prevailing inflation in the economy. We further show that consumer sentiments of homeowners and stockowners are more sensitive to expected inflation than those of other consumers, a disparity at odds with the notion that owning such assets provides hedges against inflation. Leveraging data from the Survey of Consumer Expectations, we find three factors that help account for this difference. First, assets owners' ...
Working Paper
Choice of mortgage contracts: evidence from the Survey of Consumer Finances
This study revisits the empirical question of the determinants of the choice between fixed and adjustable-rate mortgages using more comprehensive data from the Survey of Consumer Finances (SCF) that overcome some of the data limitations in previous studies. The results from a Logit model of mortgage choice indicate that pricing variables and affordability are important considerations. We also find that factors such as mobility expectations, income volatility, and attitudes toward financial risk largely influence mortgage choice, with more risk-averse borrowers preferring fixed-rate mortgages. ...
Working Paper
Your Friends, Your Credit: Social Capital Measures Derived from Social Media and the Credit Market
Chetty et al. (2022a) introduced an array of social capital measures derived from Facebook friendships and found that one of these indicators, economic connectedness (EC), predicted upward income mobility well. Bricker and Li (2017) proposed the average credit score of a community's residents as an indicator of local social trust. We show in this paper that the average credit scores are robustly correlated with EC, negatively correlated with the friending-bias measure introduced in Chetty et al. (2022b), and predict economic mobility to a comparable extent after controlling for EC. The ...
Working Paper
Are Household Investors Noise Traders: Evidence from Belief Dispersion and Stock Trading Volume
We document a robust positive relationship between the belief dispersion about macroeconomic conditions among household investors and the stock market trading volume, using more than 30 years of household survey data and a novel approach to measuring belief dispersions. Notably, such a relationship prevails even after various series of professional analysts' belief dispersions are controlled for. Consistent with a causal effect, such a relationship is most pronounced for belief dispersion among individuals who are most likely to own stocks and for trading volume of stocks that are most ...
Working Paper
Are household surveys like tax forms: evidence from income underreporting of the self-employed
There is a large literature showing that the self-employed underreport their income to tax authorities. In this paper, we quantify the extent to which the self-employed also systematically underreport their income in U.S. household surveys. To do so, we use the Engel curve describing the relationship between income and expenditures of wage and salary workers to infer the actual income, and thus the reporting gap, of the self-employed based on their reported expenditures. We find that the self-employed underreport their income by about 30 percent. This result is remarkably robust across data ...
Working Paper
In the Driver's Seat: Pandemic Fiscal Stimulus and Light Vehicles
This paper explores the impact of two fiscal programs, the Economic Impact Payments and the Paycheck Protection Program, on vehicle purchases and relates our findings to post-pandemic price pressures. We find that receiving a stimulus check increased the probability of purchasing new vehicles. In addition, the disbursement of funds from the Paycheck Protection Program was associated with a rise in local new car registrations. Our estimates indicate that these two programs account for a boost of 1 3/4 million units -- or 12 percent -- to new car sales in 2020. Furthermore, the induced boost in ...
Discussion Paper
Comparing Three Credit Scoring Models /Rachael Beer, Felicia Ionescu, and Geng Li.
Our analysis uses a different, unique proprietary dataset that features three frequently used credit scores for each individual. Compared with the dataset used in the CFPB report, this dataset includes more recent time periods and provides a longer historical perspective of credit score comparisons.
Working Paper
Credit supply to personal bankruptcy filers: evidence from credit card mailings
Are consumers who have filed for personal bankruptcy before excluded from the unsecured credit market? Using a unique data set of credit card mailings, we directly explore the supply of unsecured credit to consumers with the most conspicuous default risk--those with a bankruptcy history. On average, over one-fifth of personal bankruptcy filers receive at least one offer in a given month, with the likelihood being even higher for those who filed for bankruptcy within the previous two years. However, offers to bankruptcy filers carry substantially less favorable terms than those to comparable ...